Andras Rozsa
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Ano
Adversarial diversity and hard positive generation
A Rozsa, EM Rudd, TE Boult
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1552016
A Survey of Stealth Malware Attacks, Mitigation Measures, and Steps Toward Autonomous Open World Solutions
EM Rudd, A Rozsa, M Günther, TE Boult
IEEE Communications Surveys & Tutorials 19 (2), 1145-1172, 2017
812017
Towards Robust Deep Neural Networks with BANG
A Rozsa, M Gunther, TE Boult
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 803--811, 2018
552018
AFFACT: Alignment-free facial attribute classification technique
M Günther, A Rozsa, TE Boult
2017 IEEE International Joint Conference on Biometrics (IJCB), 90-99, 2017
432017
Are facial attributes adversarially robust?
A Rozsa, M Günther, EM Rudd, TE Boult
2016 23rd International Conference on Pattern Recognition (ICPR), 3121-3127, 2016
392016
Assessing threat of adversarial examples on deep neural networks
A Graese, A Rozsa, TE Boult
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
312016
Are accuracy and robustness correlated
A Rozsa, M Günther, TE Boult
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
312016
Facial attributes: Accuracy and adversarial robustness
A Rozsa, M Günther, EM Rudd, TE Boult
Pattern Recognition Letters 124, 100-108, 2019
292019
LOTS about attacking deep features
A Rozsa, M Günther, TE Boult
2017 IEEE International Joint Conference on Biometrics (IJCB), 168-176, 2017
122017
Adversarial Robustness: Softmax versus Openmax
A Rozsa, M Günther, TE Boult
Proceedings of the British Machine Vision Conference (BMVC), 2017
112017
Genetic algorithm attack on minutiae-based fingerprint authentication and protected template fingerprint systems
A Rozsa, AE Glock, TE Boult
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
92015
Improved adversarial robustness by reducing open space risk via tent activations
A Rozsa, TE Boult
arXiv preprint arXiv:1908.02435, 2019
62019
Adversarial Attack on Deep Learning-Based Splice Localization
A Rozsa, Z Zhong, TE Boult
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
2020
Towards Robust Deep Neural Networks
A Rozsa
University of Colorado Colorado Springs, 2018
2018
On the Robustness of Deep Neural Networks
M Günther, A Rozsa, TE Boult
2017
Attack on Minutiae-based Fingerprint Authentication Systems by Using Genetic Algorithm
A Rozsa
University of Colorado Colorado Springs, 2014
2014
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